Antske Fokkens

Vrije Universiteit Amsterdam — Netherlands

Computer Science · Physical Sciences

13h-index1.3kcitations152works0.12yr avg
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Research Topics

Topic Modeling(61), Natural Language Processing Techniques(60), Semantic Web and Ontologies(20), Sentiment Analysis and Opinion Mining(13), Advanced Text Analysis Techniques(13)

Publications152 total

Learning from *Sufficient* Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies
Underline Science Inc.·2025Open Access
Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies
arXiv (Cornell University)·2025Open Access
P.STAR: Parameter-free Structure Analysis via Reordering for Lossless Visualization of Layers in Language Models
2025
Whose truth is it anyway? An experiment on annotation bias in times of factual opinion polarization
Communication Methods and Measures·2025· 1 citedOpen Access
Asking a Language Model for Diverse Responses
arXiv (Cornell University)·2025Open Access
Control the Temperature: Selective Sampling for Diverse and High-Quality LLM Outputs
arXiv (Cornell University)·2025Open Access
Choosing the Right Tool for You
Linköping electronic conference proceedings·2025Open Access
Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE
arXiv (Cornell University)·2025Open Access
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification
arXiv (Cornell University)·2025Open Access
Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE
2025Open Access
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification
2025Open Access
Asking a Language Model for Diverse Responses
2025Open Access
DefVerify: Do Hate Speech Models Reflect Their Dataset's Definition?
arXiv (Cornell University)·2024Open Access
Crowd-Calibrator: Can Annotator Disagreement Inform Calibration in Subjective Tasks?
arXiv (Cornell University)·2024Open Access
Balancing the Scales: Reinforcement Learning for Fair Classification
arXiv (Cornell University)·2024· 1 citedOpen Access
On the Low-Rank Parametrization of Reward Models for Controlled Language Generation
arXiv (Cornell University)·2024Open Access
Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study
2024
The Role of Syntactic Span Preferences in Post-Hoc Explanation Disagreement
2024
Tracking Perspectives on Event Participants: a Structural Analysis of the Framing of Real-World Events in Co-Referential Corpora
2024
Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study
arXiv (Cornell University)·2024· 1 citedOpen Access
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Frequent Co-authors

Piek Vossen(22), S. ter Braake(10), Marieke van Erp(7), Pia Sommerauer(7), Niels Ockeloen(5), Germán Rigau(4), Guus Schreiber(4), Susan Legêne(4), Minh Le(4), Roser Morante(4), Marco Rospocher(3), Itziar Aldabe(3), Aitor Soroa(3), Emily M. Bender(3), Laurie Poulson(3), Willem Robert van Hage(3), Victor de Boer(3), Chantal van Son(3), Tommaso Caselli(3), Isa Maks(3)